Decision-making driven by driver intelligence and environment reasoning for high-level autonomous vehicles: a survey

Y Wang, J Jiang, S Li, R Li, S Xu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
… of drivers’ demands and the infinity of traffic elements. This paper surveys the decision-making
design inspired by driver … Wang, “Threat assessment techniques in intelligent vehicles: A …

AHP integrated TOPSIS and VIKOR methods with Pythagorean fuzzy sets to prioritize risks in self-driving vehicles

G Bakioglu, AO Atahan - Applied Soft Computing, 2021 - Elsevier
… In the analysis process of this study, VIKOR approach is taken into the … methodology, this
paper also adds to the literature on the investigation of risk assessment for self-driving vehicle. …

Risk assessment of highly automated vehicles with naturalistic driving data: A surrogate-based optimization method

H Zhang, H Zhou, J Sun, Y Tian - 2022 IEEE Intelligent Vehicles …, 2022 - ieeexplore.ieee.org
… In this study, we propose a surrogate-based optimization approach to facilitate risk assessment.
… less candidate scenarios than QP and SVR, its assessment process needed 1875.57s. …

Quantifying the automated vehicle safety performance: A scoping review of the literature, evaluation of methods, and directions for future research

S Sohrabi, A Khodadadi, SM Mousavi… - Accident Analysis & …, 2021 - Elsevier
… review of the identified AV safety evaluation approaches. In Section 5, we … ’ safety evaluations
did not fall within the scope of this study. … Failure risk assessment and safety effectiveness …

Spatial risk modelling of behavioural hotspots: Risk-aware path planning for autonomous vehicles

C Ryan, F Murphy, M Mullins - Transportation research part A: policy and …, 2020 - Elsevier
… towards addressing the problem surrounding risk assessment and risk management of
AVs: … Thus, the results obtained from this research can be used, within the region of study, to …

An interaction-aware approach for online cut-in behavior prediction and risk assessment for autonomous driving

J Zhang - 2021 - uwspace.uwaterloo.ca
… The next section shows a brief review of motion prediction and risk assessment methods,
and the topic is narrowed to the cut-in event prediction and risk assessment, according to the …

A Conceptual Framework of Dynamic Risk Management for Autonomous Vehicles

AR Patel, N Bhardwaj Haupt… - … Methodologies, Tools …, 2022 - ebooks.iospress.nl
… The integrated selfadaptation and risk management paves … conventional risk assessment
and safety analysis techniques to … In this study, we presented a conceptual method for the DRM …

A survey of trajectory planning methods for autonomous driving—Part I: Unstructured scenarios

Y Guo, Z Guo, Y Wang, D Yao, B Li… - … on Intelligent Vehicles, 2023 - ieeexplore.ieee.org
… In conclusion, metaheuristics are rarely used in autonomous driving trajectory planning
problems. Gradient-based optimizers are classified into two types based on the way constraints …

Advanced techniques for perception and localization in autonomous driving systems: A survey

Q Sellat, K Ramasubramanian - Optical Memory and Neural Networks, 2022 - Springer
… They leverage Explainable Artificial Intelligence (XAI) technology [25] to explain and help
with the outcomes of the risk assessment task. Finally, they built an end-to-end system that …

A survey of autonomous vehicles: Enabling communication technologies and challenges

MN Ahangar, QZ Ahmed, FA Khan, M Hafeez - Sensors, 2021 - mdpi.com
Autonomous vehicles have several advantages including … or minimised, then autonomous
cars will be a considerable … review the advancement of autonomous cars focusing on the …